L4 · Service Layer

Dry Computation Services

Dry-Computing Services

Neoantigen pipeline · VCF-Report · pMHC structure prediction · mRNA optimization · genome interpretation report · science communication--information carriers delivered to humans

Structure PredictionSequence DesignImmunogenicityDelivery Report

PIPELINES

Six Dry-Computing Pipelines

From protein engineering to custom bioinformatics--end-to-end dry-computing loop

S1

Protein Engineering

Four-model enzyme activity cross-validation, 7-step workflow

Structure prediction -> catalytic activity -> stability screening -> sequence design -> immunogenicity assessment, full-process dry-computing loop.

2-4 weeks95%
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S2

Gene Editing System Design

gRNA + whole-genome off-target scanning + gene optimization

Supports three Cas variants, gene optimization 4.93s/326aa. gRNA design + whole-genome off-target evaluation + codon optimization.

1-2 weeks90%
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S3

mRNA Vaccine / Drug Design

CDS + 5'UTR + 3'UTR full coverage

GEMORNA three-module design, three-tier UTR for different expression needs. Immunogenicity assessed at design stage.

2-3 weeks95%
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S4b

Precision Oncology

WGS annotation -> scoring -> medication -> neoantigen

VUS triple-model scoring, traditional methods only label "variant of uncertain significance". Genetic risk -> screening -> medication -> MRD -> neoantigen full loop.

1-3 weeks80%
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S5

AI Drug Virtual Screening

Virtual screening + docking + ADMET

TorchANI neural network potential accuracy approaches DFT. Target -> binding pocket -> molecular docking -> candidate molecule end-to-end.

4-8 weeks70%
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S6

Custom Bioinformatics

639 scripts + 11 model repository, rapid assembly

Docker containerized delivery, clients can run independently. Requirements analysis -> pipeline design -> script development -> containerization.

4-12 weeks85%
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CT

CAR-T Cell Therapy Computing

Dual-channel target discovery + de novo Binder design + pMHC 3D structure validation

5-step dry-computing pipeline--HLA typing -> neoantigen screening -> immunogenicity assessment -> Binder de novo design -> structure validation. Breaks through traditional scFv limitations.

3-5 weeks85%
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HLA

HLA Typing

Dual-tool cross-validation · 4-digit resolution

OptiType + Polysolver dual-tool independent operation from different principles, cross-validated 4-digit HLA-I typing. Entry service for neoantigen and CAR-T pipelines.

3-5 days90%
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GR

Genome Interpretation Report

VCF full-chain interpretation · bilingual triple-format

AlphaGenome + Genos + Evo2 triple-model cross pathogenicity prediction, 6-step full chain. Bilingual triple-format report (plain language + professional + technical appendix).

1-2 weeks88%
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Start with just 1 project

Deliver Your Next Project with Dry Computing

6 pipelines covering protein engineering to precision oncology--no need to maintain a team, start per project.